End of training

README.md

@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.4249
-- Accuracy: 0.8735
+- Loss: 0.5330
+- Accuracy: 0.8769
 
 ## Model description
 
@@ -43,22 +43,24 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 5
+- num_epochs: 7
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 0.8556        | 1.0   | 832  | 0.5433          | 0.8023   |
-| 0.4575        | 2.0   | 1664 | 0.4270          | 0.8374   |
-| 0.3937        | 3.0   | 2496 | 0.4206          | 0.8560   |
-| 0.297         | 4.0   | 3328 | 0.4425          | 0.8608   |
-| 0.2414        | 5.0   | 4160 | 0.4249          | 0.8735   |
+| 0.8391        | 1.0   | 832  | 0.5759          | 0.7909   |
+| 0.4761        | 2.0   | 1664 | 0.4916          | 0.8333   |
+| 0.416         | 3.0   | 2496 | 0.4148          | 0.8551   |
+| 0.3095        | 4.0   | 3328 | 0.5365          | 0.8311   |
+| 0.2578        | 5.0   | 4160 | 0.4860          | 0.8621   |
+| 0.2211        | 6.0   | 4992 | 0.4994          | 0.8753   |
+| 0.1621        | 7.0   | 5824 | 0.5330          | 0.8769   |
 
 
 ### Framework versions
 
-- Transformers 4.41.0
+- Transformers 4.41.2
 - Pytorch 2.3.0+cu121
-- Datasets 2.19.1
+- Datasets 2.20.0
 - Tokenizers 0.19.1

config.json

@@ -39,7 +39,7 @@
   "position_embedding_type": "absolute",
   "problem_type": "single_label_classification",
   "torch_dtype": "float32",
-  "transformers_version": "4.41.0",
+  "transformers_version": "4.41.2",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 119547

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:475e9e106aeb73df670ef5031d8a25d3c0231b5a7411509d743c778e86060fc1
+oid sha256:06da4d15d40e7f8bbce738b30ce5095d4c9ac12d4c83d560953ef369788dc3b0
 size 711452684

runs/Jun16_11-48-37_3d9902aa77c9/events.out.tfevents.1718538518.3d9902aa77c9.228.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e399103012461126aa6521849683579bc8ef4232e6598c73d6b1cac232d7af0d
+size 10111

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5bd8fa76611e71d83c708f1d2e1d1a737727d9df826eb93c1271741191d39e40
+oid sha256:4fbfbbb05010cbf1cc72fe0f6693c5510a77da26e0ef0768b6a69eeeaf4396d5
 size 5112